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Exercises

Exploring My Journey: Web Development, Machine Learning, and Natural Language Processing Exercises

Building an Elasticsearch-Powered Question Answering System: Setup and Pipeline Construction

Explore the construction of an open-source Question Answering System leveraging Elasticsearch and Haystack, utilizing the 'Error Analysis of Pretrained Language Models (PLMs) in English-to-Arabic Machine Translation' paper as the open-source file.

NLP Q And A Bert Haystack Elasticsearch

Transformer-Sentiment-Model-Movie-Reviews

fine-tuning Bert model with Sentiment-Model-Movie-Reviews dataset using PyTorch. Delve into the realm of sentiment analysis on movie reviews with this comprehensive Kaggle notebook.

BERT Transformer NLP Sentiments Kaggle

Stock Sentiment Analysis on Reddit: A NER Approach

Using the Reddit Investing NER Dataset, I’ve applied Named Entity Recognition (NER) and Sentiment Analysis techniques to uncover the top 10 positive and negative stocks being discussed on Reddit’s r/investing subreddit.

flair NER Stock Sentiment Analysis Reddit Dataset

LSTM in Amazon Customer Sentiments

This Python notebook explores sentiment analysis on consumer reviews of Amazon products using Long Short-Term Memory (LSTM) neural networks.

LSTM NLP Sentiments Kaggle

Expense Tracker App

Expense Tracker is a powerful financial management tool designed to help you efficiently manage your monthly budget by tracking your expenses and incomes. Whether you're looking to improve your financial habits, save money, or plan for the future, Expense Tracker is here to assist you.

MongoDB React-JS Css3 Materialize css Express JS Docker Redux Swagger

Sea Horse 2D Game

2D_SeaHorse_JS is an exhilarating 2D browser game meticulously crafted using the power of JavaScript and HTML5 Canvas.

HTML5 Css3 JavaScript

calculator App pro

Built with React and materialize.min.js, this is a straightforward calculator app that comes with a convenient history feature, enabling you to review your past calculations.

React-JSSassMaterialize CSS